LLM EXPLORER 65,999 MODELS INDEXED

Swarmhunter 3B by UtkarshSinghShrinet

By UtkarshSinghShrinet · 321 downloads
HF Repo ↗ Copy URL

Swarmhunter 3B is an open-source language model by UtkarshSinghShrinet. Features: 3b LLM, VRAM: 6.2GB, Context: 32K, License: apache-2.0, Instruction-Based, Code Generating, LLM Explorer Score: 0.32.

Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-coder-...   Code-security   Codegen   Conversational   Ctf   Cve   Cwe   Cybersecurity   En   Exploit-analysis   Instruct   Penetration-testing   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Vulnerability-detection
Model Card on HF 🤗: https://huggingface.co/UtkarshSinghShrinet/swarmhunter-3b 

Swarmhunter 3B Parameters and Internals

LLM NameSwarmhunter 3B
Repository 🤗https://huggingface.co/UtkarshSinghShrinet/swarmhunter-3b 
Base Model(s)  Qwen/Qwen2.5-Coder-3B-Instruct   Qwen/Qwen2.5-Coder-3B-Instruct
Model Size3b
Required VRAM6.2 GB
Updated2026-10-28
MaintainerUtkarshSinghShrinet
Model Typeqwen2
Instruction-BasedYes
Model Files  4.0 GB: 1-of-2   2.2 GB: 2-of-2
Supported Languagesen
Generates CodeYes
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version5.14.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than UtkarshSinghShrinet/swarmhunter-3b.